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                <h1 class="title-article">Python基础知识总结笔记（一）</h1>
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                                            <h2><a id="Python_1"></a>Python基础知识总结笔记（一）</h2>
<ol>
<li>Python开发工具</li>
<li>Python运行方式</li>
<li>Python数据科学中常用库介绍</li>
<li>Python基本语法规则</li>
<li>Python标识符命名规则</li>
<li>BIFs: Python的自带电池</li>
<li>Python中的关键字</li>
<li>标准操作符</li>
</ol>
<h3><a id="1_Python_12"></a>1. Python开发工具</h3>
<ol>
<li>
<p>cmd命令行开发<br>
在终端输入python, 接着敲代码即可。</p>
</li>
<li>
<p>自带及第三方IDE工具<br>
如: idle, pycharme ——图像界面的IDE工具</p>
</li>
<li>
<p>Jupyter notebook（推荐）——方便：在网页上写python代码，交互性好</p>
</li>
</ol>
<h3><a id="2Python_22"></a>2.Python运行方式</h3>
<ol>
<li>脚本式:</li>
</ol>
<ul>
<li>使用场景:应用使用（在服务器里一直运行）</li>
<li>将代码导出<mark>xxx.py</mark>文档形式， 利用python解释器解释该文档，即：终端输入<mark>python 名字.py</mark><br>
或者利用魔法函数：%run d:/名字.py</li>
</ul>
<ol start="2">
<li>交互式:</li>
</ol>
<ul>
<li>使用场景:开发调试（编写代码、调试）</li>
<li>Jupyter notebook中</li>
</ul>
<h3><a id="3Python_31"></a>3.Python数据科学中常用库介绍</h3>
<p>▪ Numpy简介——数组、矩阵的运算<br>
■ NumPy是Python语言的一个扩充程序库。支持高级大量的维度数组与矩阵运算，此外也针对数组运算提供大量的数学函数库。<br>
■ 核心数据结构:ndarray与ufunc</p>
<p>▪ Pandas简介——二维表格处理<br>
■ Pandas 纳入了大量库和一些标准的数据模型，提供了高效地操作大型数据集所需的工具。pandas提供了大量能使我们快速便捷地处理数据的函数 和方法。<br>
■ 核心数据结构:Series, DataFrame和index对象</p>
<p>▪ Matplotlib简介——绘图<br>
■ 一个高级的绘图第三方库，可以支持种类繁多的绘图，自定义功能强大<br>
■ 基本图形例子:散点图、柱状图、3D图…</p>
<h3><a id="4_Python_47"></a>4. Python基本语法规则</h3>
<p>■ 单选注释——Mac快捷键： command+/<br>
■ 代码分隔——行的末尾用反斜线<br>
■ 文本分隔——\n<br>
■ 多行文本赋值——用’’’<br>
■ 多行语句写在一行  ——用分号；<br>
■  缩进(缩进深度)——if else要缩进<br>
■分隔代码块 ——函数的头部和体的分割(头&amp;体)<br>
■ 空行(用于分割，函数与类，阅读体验好，空行也 是程序的一部分) ——关键字pass， 为了让结构更加清晰完整<br>
■ 模块——关键字import  引入模块</p>
<ul>
<li>举例：(可复制粘贴到Jupyter notebook进行运行)</li>
</ul>
<pre><code class="prism language-bash"><span class="token comment">#单选注释——Mac快捷键： command+/</span>
print<span class="token punctuation">(</span><span class="token string">'单行注释'</span><span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'多行注释'</span><span class="token punctuation">)</span>


<span class="token comment">#\ 代码分隔——行的末尾用反斜线</span>
print<span class="token punctuation">(</span><span class="token string">'NumPy是Python语言的一个扩充程序库。支持高级大量\
的维度数组与矩阵运算，此外也针\
对数组运算提供大量的数学函数库。'</span><span class="token punctuation">)</span>

<span class="token comment">#\n 文本分隔</span>
print<span class="token punctuation">(</span><span class="token string">'国内领先的人\n工智能教育平台'</span><span class="token punctuation">)</span>

<span class="token comment">#''’多行文本赋值——用'''</span>
multilines<span class="token operator">=</span><span class="token string">''</span><span class="token string">'
多行内容就可以
使用三个单引号进行
赋值，在大段文字的赋值时非常好用
多行内容就可以
使用三个单引号进行
赋值，在大段文字的赋值时非常好用
多行内容就可以
使用三个单引号进行
赋值，在大段文字的赋值时非常好用
多行内容就可以
使用三个单引号进行
赋值，在大段文字的赋值时非常好用
'</span><span class="token string">''</span>
print<span class="token punctuation">(</span>multilines<span class="token punctuation">)</span>

<span class="token comment">#;多行语句写在一行  ——用分号；</span>
company_name<span class="token operator">=</span><span class="token string">'百度'</span><span class="token punctuation">;</span>website_url<span class="token operator">=</span><span class="token string">'http://www.baidu.com'</span><span class="token punctuation">;</span>print<span class="token punctuation">(</span>company_name,website_url<span class="token punctuation">)</span>


<span class="token comment">#：缩进——if else要缩进</span>
title<span class="token operator">=</span><span class="token string">'Python'</span>

<span class="token keyword">if</span> title<span class="token operator">==</span><span class="token string">'Python'</span><span class="token keyword">:</span>
    print <span class="token punctuation">(</span><span class="token string">'人生苦短，我用'</span>,title<span class="token punctuation">)</span>
else:
    print<span class="token punctuation">(</span><span class="token string">'我用'</span>,title<span class="token punctuation">)</span>

<span class="token comment">#：分隔代码块  ——函数的头部和体的分割</span>
def foo<span class="token punctuation">(</span>instr<span class="token punctuation">)</span>:
    print<span class="token punctuation">(</span>instr<span class="token punctuation">)</span>
class c1<span class="token punctuation">(</span><span class="token punctuation">)</span>:
    pass

<span class="token comment"># foo('julyedu.com')</span>

<span class="token comment">#空行  ——关键字pass， 为了让结构更加清晰完整</span>
def foo1<span class="token punctuation">(</span><span class="token punctuation">)</span>:
    pass

def foo2<span class="token punctuation">(</span><span class="token punctuation">)</span>:
    pass

<span class="token comment"># #模块  ——关键字import  引入模块</span>
<span class="token function">import</span> random
<span class="token comment"># dir(random)</span>
</code></pre>
<h3><a id="5Python_124"></a>5.Python标识符命名规则</h3>
<p>▪  标识符: 计算机语言中，允许作为名字的有效字符串集合<br>
▪ 特殊标识符(关键字，BIFs，专用下划线标识符)<br>
▪ 创建合法的标识符规则<br>
□ 第一个字符以字母或下划线开始<br>
□ 其它部分可以是数字，字母或下划线<br>
□ 大小写敏感<br>
▪ 变量命名时建议采用驼峰表示法：companyWebsiteUrl将首字母大写</p>
<h3><a id="6BIFs_Python_132"></a>6.BIFs: Python的自带电池</h3>
<p>BIFs： Python已经安装好的功能<br>
■ 查看: <code>dir(__builtin__)</code><br>
■ IO:print(), open(), input()<br>
■ 列表与帮助:dir()与help()<br>
■ 类型与身份——确定对象的类型身份:type()，id()，memoryview (),isinstance(), issubclass()<br>
■ 数学运算类:sum,pow,round,min,max,hash等<br>
■ 类型转换:int,bin,hex,oct,str,float,list,bytes等<br>
■  序列: len(), range(), zip()列表的连接, map(),reduce(),filter(), reversed() , sorted(), enumerate()枚举</p>
<h3><a id="7Python_142"></a>7.Python中的关键字</h3>
<p>关键字： python语言中已经被保留的单词，不可以与其重名<br>
▪ 常量<br>
■ True，False，None<br>
▪ 函数，类，对象和模块<br>
■ def ， class，import，from，del，global ， return ， lambda<br>
▪ 判断与循环<br>
■ If，elif，else，is，in，assert ， and ， or ， not<br>
▪ 循环<br>
■ for，while，continue，break，pass<br>
▪ 异常<br>
■ with ， raise，try，except，finally，as</p>
<h3><a id="8__155"></a>8. 标准操作符</h3>
<p>▪ 算术运算符<br>
■ +，-，<em>，/，//取整，%取模(余数 )，**求幂<br>
▪ 比较运算符——返回True/ Flase<br>
■ =!,==, &gt;,&gt;=,&lt;,&lt;=<br>
▪ 赋值运算符<br>
■ =, (增量赋值:+=,-=,</em>=,/=,**=,//=)<br>
▪ 逻辑运算符 ■ and/or/not<br>
▪ 成员运算符<br>
■ in/not in身份运算符<br>
▪ 身份运算符<br>
■ is/is not身份运算符</p>
<ul>
<li>举例：(可复制粘贴到Jupyter notebook进行运行)</li>
</ul>
<pre><code class="prism language-bash"><span class="token comment">#算术运算符</span>
print<span class="token punctuation">(</span><span class="token string">'&gt;&gt;&gt;&gt;&gt;&gt;算术运算符'</span><span class="token punctuation">)</span>
a<span class="token operator">=</span>50<span class="token punctuation">;</span>b<span class="token operator">=</span>100

print<span class="token punctuation">(</span><span class="token string">'a+b='</span>,a+b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a-b='</span>,a-b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a×b='</span>,a*b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a÷b='</span>,a/b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a%b='</span>,a%b<span class="token punctuation">)</span><span class="token comment">#取模(余数 )</span>
print<span class="token punctuation">(</span><span class="token string">'a//b='</span>,a//b<span class="token punctuation">)</span><span class="token comment">#取整</span>
print<span class="token punctuation">(</span><span class="token string">'a**2='</span>,a**2<span class="token punctuation">)</span><span class="token comment">#求幂</span>
print<span class="token punctuation">(</span><span class="token string">'a**0.5='</span>,a**0.5<span class="token punctuation">)</span>


<span class="token comment"># a+=17</span>
<span class="token comment"># print('a=a+17',a)</span>

print<span class="token punctuation">(</span><span class="token string">'&gt;&gt;&gt;&gt;&gt;&gt;比较运算符'</span><span class="token punctuation">)</span><span class="token comment">#——返回True/ Flase</span>
print<span class="token punctuation">(</span><span class="token string">'a==b:'</span>,a<span class="token operator">==</span>b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a!=b:'</span>,a<span class="token operator">!=</span>b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a&gt;b:'</span>,a<span class="token operator">&gt;</span>b<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'a&lt;b:'</span>,a<span class="token operator">&lt;</span>b<span class="token punctuation">)</span>


print<span class="token punctuation">(</span><span class="token string">'&gt;&gt;&gt;&gt;&gt;&gt;逻辑运算符'</span><span class="token punctuation">)</span>
<span class="token keyword">if</span> a<span class="token operator">&gt;</span>50 and b<span class="token operator">&gt;</span>60:
    print<span class="token punctuation">(</span><span class="token string">'a and b both greater than 50'</span><span class="token punctuation">)</span>
<span class="token keyword">if</span> a<span class="token operator">&gt;=</span>50 or b<span class="token operator">&gt;</span>200:
    print<span class="token punctuation">(</span><span class="token string">'bbbbbb'</span><span class="token punctuation">)</span>
    
print<span class="token punctuation">(</span><span class="token string">'&gt;&gt;&gt;&gt;&gt;&gt;成员运算符'</span><span class="token punctuation">)</span>
websiteUrl<span class="token operator">=</span><span class="token string">'http://www.julyedu.com'</span>
print<span class="token punctuation">(</span><span class="token string">'com'</span> <span class="token keyword">in</span> websiteUrl<span class="token punctuation">)</span>
print<span class="token punctuation">(</span><span class="token string">'com'</span> not <span class="token keyword">in</span> websiteUrl<span class="token punctuation">)</span>

print<span class="token punctuation">(</span><span class="token string">'&gt;&gt;&gt;&gt;&gt;&gt;身份运算符'</span><span class="token punctuation">)</span><span class="token comment">#——is</span>
websiteUrl<span class="token operator">=</span><span class="token string">'julyedu'</span>
websiteUrl2<span class="token operator">=</span><span class="token string">'julyedu'</span>
print<span class="token punctuation">(</span><span class="token string">'websiteUrl is websiteUrl2:'</span>,websiteUrl is websiteUrl2<span class="token punctuation">)</span>
</code></pre>

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